Detection and classification of neurons and glial cells in the MADM mouse brain using RetinaNet.

The ability to automatically detect and classify populations of cells in tissue sections is paramount in a wide variety of applications ranging from developmental biology to pathology. Although deep learning algorithms are widely applied to microscopy data, they typically focus on segmentation which...

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Autores principales: Yuheng Cai, Xuying Zhang, Shahar Z Kovalsky, H Troy Ghashghaei, Alon Greenbaum
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/8d8d4ca159c041cfaf050e1cf75338e6
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